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feat(webapp): add per-worker Node.js heap metrics#3437

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feat/webapp-nodejs-heap-metrics
Apr 23, 2026
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feat(webapp): add per-worker Node.js heap metrics#3437
ericallam merged 2 commits intomainfrom
feat/webapp-nodejs-heap-metrics

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@ericallam ericallam commented Apr 23, 2026

Summary

Adds direct V8 heap and process-memory gauges to the webapp's OpenTelemetry meter. The webapp already exports per-cluster-worker Node.js runtime metrics (event-loop lag / utilization, active handles, active requests, libuv threadpool size) via a custom meter under the trigger.dev scope. Heap and memory were missing; this PR adds them alongside, in the same observable-batch pattern.

New gauges

Metric Source Unit
nodejs.memory.heap.used process.memoryUsage().heapUsed bytes
nodejs.memory.heap.total process.memoryUsage().heapTotal bytes
nodejs.memory.heap.limit v8.getHeapStatistics().heap_size_limit bytes
nodejs.memory.external process.memoryUsage().external bytes
nodejs.memory.array_buffers process.memoryUsage().arrayBuffers bytes
nodejs.memory.rss process.memoryUsage().rss bytes

Gated by the existing INTERNAL_OTEL_NODEJS_METRICS_ENABLED flag, same as the adjacent event-loop / handle gauges. Zero overhead when disabled.

Why

@opentelemetry/host-metrics publishes process.memory.usage, which is RSS only. RSS is the sum of V8 heap, external memory (Buffers, etc.), native code, and thread stacks. Without a direct heap metric it is not possible to size the V8 heap cap (--max-old-space-size) from metrics alone, because RSS overstates heap by the external + native footprint. A worker can have a 4 GB RSS with a 2.5 GB heap and 1.5 GB of buffers; the former constrains --max-old-space-size, the latter does not.

nodejs.memory.heap.limit also surfaces the configured --max-old-space-size (read from v8.getHeapStatistics().heap_size_limit), so operators can see the current limit in the same dashboard as actual usage rather than cross-referencing container environment variables.

Risk

Minimal. Observable gauges are sampled at the configured metric-export interval. v8.getHeapStatistics() and process.memoryUsage() are each microsecond-level calls, and six gauges are added to the same batch callback that already reads ~20 other Node.js runtime values per sample. Same registration pattern as the existing event-loop metrics in the file.

Test plan

  • Deploy and confirm the six new gauges appear at the configured exporter
  • In cluster mode, confirm per-worker granularity (one series per cluster worker, tagged by process.executable.name / service.instance.id)
  • Confirm nodejs.memory.heap.limit reports the configured --max-old-space-size value in bytes

Extends the existing nodejs.* OTel gauges in tracer.server.ts with direct
V8 heap + process memory readings via v8.getHeapStatistics() and
process.memoryUsage():

- nodejs.memory.heap.used      - V8 heap used after last GC
- nodejs.memory.heap.total     - V8 heap reserved
- nodejs.memory.heap.limit     - configured max-old-space-size
- nodejs.memory.external       - C++ objects bound to JS (Buffer, etc.)
- nodejs.memory.array_buffers  - ArrayBuffer/SharedArrayBuffer memory
- nodejs.memory.rss            - resident set size

@opentelemetry/host-metrics already publishes process.memory.usage (RSS),
but RSS overstates V8 heap by the external + native footprint. Without a
direct heap metric it's impossible to size NODE_MAX_OLD_SPACE_SIZE against
actual V8 usage. These gauges land in the same trigger.dev scope and
carry the same per-worker tags (process.executable.name,
service.instance.id) so they're queryable alongside the existing
event-loop + handle metrics on a per-cluster-worker basis.
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Latest commit: 75ea38f

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No actionable comments were generated in the recent review. 🎉

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  • apps/webapp/app/v3/tracer.server.ts
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  • apps/webapp/app/v3/tracer.server.ts
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Walkthrough

Adds per-worker Node.js heap metrics to the webapp OpenTelemetry meter and a changelog entry at .server-changes/nodejs-heap-metrics.md. tracer.server.ts now imports node:v8, collects process.memoryUsage() and v8.getHeapStatistics() during metric scrapes, registers six new observable gauges under nodejs.memory.* (V8 heap used/total/limit, external, array buffers, and RSS), observes them in the existing batch callback alongside threadpool/handles/requests/event-loop metrics, and updates the event-loop utilization baseline after each collection.

Estimated code review effort

🎯 3 (Moderate) | ⏱️ ~20 minutes

🚥 Pre-merge checks | ✅ 4 | ❌ 1

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Check name Status Explanation
Title check ✅ Passed The PR title clearly and concisely describes the main change: adding per-worker Node.js heap metrics to the webapp's OpenTelemetry instrumentation.
Description check ✅ Passed The PR description is well-structured with clear sections (Summary, New gauges, Why, Risk, Test plan) covering rationale, implementation details, risk assessment, and testing approach, though it lacks explicit mention of following the contributing guide and testing verification.
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…lative

lastEventLoopUtilization was set once at init and never reassigned,
so every performance.eventLoopUtilization(current, last) diff was
computed against the process-start snapshot. The nodejs.event_loop.utilization
gauge was therefore a cumulative average over process lifetime rather
than a per-interval measurement.

Rotate the baseline immediately after computing the diff.
@ericallam ericallam merged commit ca39956 into main Apr 23, 2026
42 checks passed
@ericallam ericallam deleted the feat/webapp-nodejs-heap-metrics branch April 23, 2026 21:41
@github-actions github-actions Bot mentioned this pull request Apr 23, 2026
ericallam pushed a commit that referenced this pull request May 1, 2026
## Summary
8 new features, 18 improvements, 11 bug fixes.

## Breaking changes
- Add server-side deprecation gate for deploys from v3 CLI versions
(gated by `DEPRECATE_V3_CLI_DEPLOYS_ENABLED`). v4 CLI deploys are
unaffected.
([#3415](#3415))

## Improvements
- Add `--no-browser` flag to `init` and `login` to skip auto-opening the
browser during authentication. Also error loudly when `init` is run
without `--yes` under non-TTY stdin (previously default-and-exited
silently, leaving the project half-initialized). Both commands now show
an `Examples` section in `--help`.
([#3483](#3483))
- Add `isReplay` boolean to the run context (`ctx.run.isReplay`),
derived from the existing `replayedFromTaskRunFriendlyId` database
field. Defaults to `false` for backwards compatibility.
([#3454](#3454))
- Redact the `resolveWaitpoint` runtime log so it only emits `id` and
`type` instead of the full completed waitpoint. Previously the log
printed the entire waitpoint (including `output`) to stdout in
production runs, which could leak sensitive payloads. The value returned
by `wait.forToken()` is unchanged.
([#3490](#3490))
- Add `SessionId` friendly ID generator and schemas for the new durable
Session primitive. Exported from `@trigger.dev/core/v3/isomorphic`
alongside `RunId`, `BatchId`, etc. Ships the
`CreateSessionStreamWaitpoint` request/response schemas alongside the
main Session CRUD.
([#3417](#3417))
- Truncate large error stacks and messages to prevent OOM crashes. Stack
traces are capped at 50 frames (keeping top 5 + bottom 45 with an
omission notice), individual stack lines at 1024 chars, and error
messages at 1000 chars. Applied in parseError, sanitizeError, and OTel
span recording.
([#3405](#3405))

## Server changes

These changes affect the self-hosted Docker image and Trigger.dev Cloud:

- Add a "Back office" tab to `/admin` and a per-organization detail page
at `/admin/back-office/orgs/:orgId`. The first action available on that
page is editing the org's API rate limit: admins can save a
`tokenBucket` override (refill rate, interval, max tokens) and see a
plain-English preview of the resulting sustained rate and burst
allowance. Writes are audit-logged via the server logger.
([#3434](#3434))
- Optional `DEPLOY_REGISTRY_ECR_DEFAULT_REPOSITORY_POLICY` env var to
apply a default repository policy when the webapp creates new ECR repos
([#3467](#3467))
- Ship the Errors page to all users, with a polish + bug-fix pass:
pinned "No channel" item in the Slack alert channel picker,
viewer-timezone alert timestamps via Slack's `<!date^>` token, Activity
sparkline peak tooltip, centered loading spinner and bug-icon empty
state on the error detail page, ellipsis on the Configure alerts
trigger.
([#3477](#3477))
- Configure the set of machine presets to build boot snapshots for at
deploy time via `COMPUTE_TEMPLATE_MACHINE_PRESETS` (CSV of preset names,
default `small-1x`). Use `COMPUTE_TEMPLATE_MACHINE_PRESETS_REQUIRED`
(CSV, default = full PRESETS list) to scope which preset failures fail a
required-mode deploy. Optional preset failures are logged and don't
block the deploy.
([#3492](#3492))
- Regenerating a RuntimeEnvironment API key no longer invalidates the
previous key immediately. The old key is recorded in a new
`RevokedApiKey` table with a 24 hour grace window, and
`findEnvironmentByApiKey` falls back to it when the submitted key
doesn't match any live environment. The grace window can be ended early
(or extended) by updating `expiresAt` on the row.
([#3420](#3420))
- Add the `Session` primitive — a durable, task-bound, bidirectional I/O
channel that outlives a single run and acts as the run manager for
`chat.agent`. Ships the Postgres `Session` + `SessionRun` tables,
ClickHouse `sessions_v1` + replication service, the `sessions` JWT
scope, and the public CRUD + realtime routes (`/api/v1/sessions`,
`/realtime/v1/sessions/:session/:io`) including `end-and-continue` for
server-orchestrated run handoffs and session-stream waitpoints.
([#3417](#3417))
- Add `KUBERNETES_POD_DNS_NDOTS_OVERRIDE_ENABLED` flag (off by default)
that overrides the cluster default and sets `dnsConfig.options.ndots` on
runner pods (defaulting to 2, configurable via
`KUBERNETES_POD_DNS_NDOTS`). Kubernetes defaults pods to `ndots: 5`, so
any name with fewer than 5 dots — including typical external domains
like `api.example.com` — is first walked through every entry in the
cluster search list (`<ns>.svc.cluster.local`, `svc.cluster.local`,
`cluster.local`) before being tried as-is, turning one resolution into
4+ CoreDNS queries (×2 with A+AAAA). Using a lower `ndots` value reduces
DNS query amplification in the `cluster.local` zone.
  
Note: before enabling, make sure no code path relies on search-list
expansion for names with dots ≥ the configured value — those names will
hit their as-is form first and could resolve externally before falling
back to the cluster search path.
([#3441](#3441))
- Vercel integration option to disable auto promotions
([#3376](#3376))
- Make it clear in the admin that feature flags are global and should
rarely be changed.
([#3408](#3408))
- Admin worker groups API: add GET loader and expose more fields on
POST. ([#3390](#3390))
- Add 60s fresh / 60s stale SWR cache to `getEntitlement` in
`platform.v3.server.ts`. Eliminates a synchronous billing-service HTTP
round trip on every trigger. Reuses the existing `platformCache` (LRU
memory + Redis) pattern already used for `limits` and `usage`. Cache key
is `${orgId}`. Errors return a permissive `{ hasAccess: true }` fallback
(existing behavior) and are also cached to prevent thundering-herd on
billing outages.
([#3388](#3388))
- Show a `MicroVM` badge next to the region name on the regions page.
([#3407](#3407))
- Increase default maximum project count per organization from 10 to 25
([#3409](#3409))
- Merge execution snapshot creation into the dequeue taskRun.update
transaction, reducing 2 DB commits to 1 per dequeue operation
([#3395](#3395))
- Add per-worker Node.js heap metrics to the OTel meter —
`nodejs.memory.heap.used`, `nodejs.memory.heap.total`,
`nodejs.memory.heap.limit`, `nodejs.memory.external`,
`nodejs.memory.array_buffers`, `nodejs.memory.rss`. Host-metrics only
publishes RSS, which overstates V8 heap by the external + native
footprint; these give direct heap visibility per cluster worker so
`NODE_MAX_OLD_SPACE_SIZE` can be sized against observed heap peaks
rather than RSS.
([#3437](#3437))
- Tag Prisma spans with `db.datasource: "writer" | "replica"` so
monitors and trace queries can distinguish the writer pool from the
replica pool. Applies to all `prisma:engine:*` spans (including
`prisma:engine:connection` used by the connection-pool monitors) and the
outer `prisma:client:operation` span.
([#3422](#3422))
- Clarify the cross-region intent in the Terraform and AI-prompt helpers
on the Add Private Connection page. Both already default
`supported_regions` to `["us-east-1", "eu-central-1"]`; added an inline
comment / parenthetical so the user understands why both regions are
listed (Trigger.dev runs in both, so the service must be consumable from
either).
([#3465](#3465))
- Add `RUN_ENGINE_READ_REPLICA_SNAPSHOTS_SINCE_ENABLED` flag (default
off) to route the Prisma reads inside `RunEngine.getSnapshotsSince`
through the read-only replica client. Offloads the snapshot polling
queries (fired by every running task runner) from the primary. When
disabled, behavior is unchanged.
([#3423](#3423))
- Stop creating TaskRunTag records and _TaskRunToTaskRunTag join table
entries during task triggering. The denormalized runTags string array on
TaskRun already stores tag names, making the M2M relation redundant
write overhead.
([#3369](#3369))
- Stop writing per-tick state (`lastScheduledTimestamp`,
`nextScheduledTimestamp`, `lastRunTriggeredAt`) on `TaskSchedule` and
`TaskScheduleInstance`. The schedule engine now carries the previous
fire time forward via the worker queue payload, eliminating ~270K
dead-tuple-driven autovacuums per year on these hot tables and the
associated `IO:XactSync` mini-spikes on the writer. Customer-facing
`payload.lastTimestamp` semantics are unchanged.
([#3476](#3476))
- Replace the expensive DISTINCT query for task filter dropdowns with a
dedicated TaskIdentifier registry table backed by Redis. Environments
migrate automatically on their next deploy, with a transparent fallback
to the legacy query for unmigrated environments. Also fixes duplicate
dropdown entries when a task changes trigger source, and adds
active/archived grouping for removed tasks. Moves BackgroundWorkerTask
reads in the trigger hot path to the read replica.
([#3368](#3368))
- Public Access Tokens (PATs) minted before an API key rotation now keep
working during the 24h grace window. `validatePublicJwtKey` falls back
to any non-expired `RevokedApiKey` rows for the signing environment when
the primary signature check against the env's current `apiKey` fails.
The fallback query only runs on the failure path, so the hot success
path is unchanged.
([#3464](#3464))
- Batch items that hit the environment queue size limit now fast-fail
without
retries and without creating pre-failed TaskRuns.
([#3352](#3352))
- Show the cancel button in the runs list for runs in `DEQUEUED` status.
`DEQUEUED` was missing from `NON_FINAL_RUN_STATUSES` so the list hid the
button even though the single run page allowed it.
([#3421](#3421))
- Reduce 5xx feedback loops on hot debounce keys by quantizing
`delayUntil`,
  adding an unlocked fast-path skip, and gracefully handling redlock
contention in `handleDebounce` so the SDK no longer retries into a herd.
([#3453](#3453))
- Fix RSS memory leak in the realtime proxy routes. `/realtime/v1/runs`,
`/realtime/v1/runs/:id`, and `/realtime/v1/batches/:id` called `fetch()`
into Electric with no abort signal, so when a client disconnected mid
long-poll, undici kept the upstream socket open and buffered response
chunks that would never be consumed — retained only in RSS, invisible to
V8 heap tooling. Thread `getRequestAbortSignal()` through
`RealtimeClient.streamRun/streamRuns/streamBatch` to `longPollingFetch`
and cancel the upstream body in the error path. Isolated reproducer
showed ~44 KB retained per leaked request; signal propagation releases
it cleanly.
([#3442](#3442))
- Fix memory leak where every aborted SSE connection pinned the full
request/response graph on Node 20, caused by `AbortSignal.any()` in
`sse.ts` retaining its source signals indefinitely (see
nodejs/node#54614, nodejs/node#55351). Also clear the
`setTimeout(abort)` timer in `entry.server.tsx` so successful HTML
renders don't pin the React tree for 30s per request.
([#3430](#3430))
- Preserve filters on the queues page when submitting modal actions.
([#3471](#3471))
- Fix Redis connection leak in realtime streams and broken abort signal
propagation.
  
**Redis connections**: Non-blocking methods (ingestData, appendPart,
getLastChunkIndex) now share a single Redis connection instead of
creating one per request. streamResponse still uses dedicated
connections (required for XREAD BLOCK) but now tears them down
immediately via disconnect() instead of graceful quit(), with a 15s
inactivity fallback.
  
**Abort signal**: request.signal is broken in Remix/Express due to a
Node.js undici GC bug (nodejs/node#55428) that severs the signal chain
when Remix clones the Request internally. Added getRequestAbortSignal()
wired to Express res.on("close") via httpAsyncStorage, which fires
reliably on client disconnect. All SSE/streaming routes updated to use
it. ([#3399](#3399))
- Prevent dashboard crash (React error #31) when span accessory item
text is not a string. Filters out malformed accessory items in
SpanCodePathAccessory instead of passing objects to React as children.
([#3400](#3400))
- Upgrade Remix packages from 2.1.0 to 2.17.4 to address security
vulnerabilities in React Router
([#3372](#3372))
- Fix Vercel integration settings page (remove redundant section
toggles) and improve the Vercel onboarding flow so the modal closes
after connecting a GitHub repo and the marketplace `next` URL is
preserved across the GitHub app install redirect.
([#3424](#3424))

<details>
<summary>Raw changeset output</summary>

# Releases
## @trigger.dev/build@4.4.5

### Patch Changes

-   Updated dependencies:
    -   `@trigger.dev/core@4.4.5`

## trigger.dev@4.4.5

### Patch Changes

- Add `--no-browser` flag to `init` and `login` to skip auto-opening the
browser during authentication. Also error loudly when `init` is run
without `--yes` under non-TTY stdin (previously default-and-exited
silently, leaving the project half-initialized). Both commands now show
an `Examples` section in `--help`.
([#3483](#3483))
-   Updated dependencies:
    -   `@trigger.dev/core@4.4.5`
    -   `@trigger.dev/build@4.4.5`
    -   `@trigger.dev/schema-to-json@4.4.5`

## @trigger.dev/core@4.4.5

### Patch Changes

- Add `isReplay` boolean to the run context (`ctx.run.isReplay`),
derived from the existing `replayedFromTaskRunFriendlyId` database
field. Defaults to `false` for backwards compatibility.
([#3454](#3454))
- Redact the `resolveWaitpoint` runtime log so it only emits `id` and
`type` instead of the full completed waitpoint. Previously the log
printed the entire waitpoint (including `output`) to stdout in
production runs, which could leak sensitive payloads. The value returned
by `wait.forToken()` is unchanged.
([#3490](#3490))
- Add `SessionId` friendly ID generator and schemas for the new durable
Session primitive. Exported from `@trigger.dev/core/v3/isomorphic`
alongside `RunId`, `BatchId`, etc. Ships the
`CreateSessionStreamWaitpoint` request/response schemas alongside the
main Session CRUD.
([#3417](#3417))
- Truncate large error stacks and messages to prevent OOM crashes. Stack
traces are capped at 50 frames (keeping top 5 + bottom 45 with an
omission notice), individual stack lines at 1024 chars, and error
messages at 1000 chars. Applied in parseError, sanitizeError, and OTel
span recording.
([#3405](#3405))

## @trigger.dev/python@4.4.5

### Patch Changes

-   Updated dependencies:
    -   `@trigger.dev/core@4.4.5`
    -   `@trigger.dev/build@4.4.5`
    -   `@trigger.dev/sdk@4.4.5`

## @trigger.dev/react-hooks@4.4.5

### Patch Changes

-   Updated dependencies:
    -   `@trigger.dev/core@4.4.5`

## @trigger.dev/redis-worker@4.4.5

### Patch Changes

-   Updated dependencies:
    -   `@trigger.dev/core@4.4.5`

## @trigger.dev/rsc@4.4.5

### Patch Changes

-   Updated dependencies:
    -   `@trigger.dev/core@4.4.5`

## @trigger.dev/schema-to-json@4.4.5

### Patch Changes

-   Updated dependencies:
    -   `@trigger.dev/core@4.4.5`

## @trigger.dev/sdk@4.4.5

### Patch Changes

-   Updated dependencies:
    -   `@trigger.dev/core@4.4.5`

</details>

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
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